{"id":"W4360619468","doi":"10.1080/09718524.2023.2182035","title":"Fit for purpose? Assessing the accessibility, theory of action, and accountability of digital technology interventions for sexual and gender-based violence prevention and response","year":2023,"lang":"en","type":"article","venue":"Gender Technology and Development","topic":"Sex work and related issues","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychological intervention; Accountability; Information and Communications Technology; Action (physics); Scope (computer science); Intervention (counseling); Psychology; Public relations; Applied psychology; Knowledge management; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2310443,0.0009200059,0.002646455,0.008291175,0.002334538,0.01139289,0.00206032,0.004119895,0.006800491],"category_scores_gemma":[0.4446836,0.0009298863,0.003365004,0.006218383,0.008437673,0.0142584,0.007638512,0.003118779,0.0006603955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006682154,"about_ca_system_score_gemma":0.01475633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00323154,"about_ca_topic_score_gemma":0.00486772,"domain_scores_codex":[0.7109566,0.2359402,0.01985285,0.005939907,0.02421455,0.003095884],"domain_scores_gemma":[0.4559536,0.473972,0.02894869,0.01887259,0.02051612,0.001736977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006799211,0.0008793254,0.08179075,0.05595386,0.003260311,0.0001766772,0.07304614,0.002568047,0.001028375,0.09899248,0.003528725,0.6780954],"study_design_scores_gemma":[0.0009800135,0.007435199,0.1703154,0.2279305,0.01347986,0.0009316638,0.1235395,0.009522953,0.009340927,0.2477139,0.1883188,0.0004914067],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4455582,0.1189832,0.1794526,0.07443459,0.00256809,0.01554197,0.002005544,0.0004855061,0.1609703],"genre_scores_gemma":[0.9212908,0.01062794,0.05618002,0.0034769,0.0001699204,0.006983176,0.00026774,0.00009045705,0.0009130495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2310443,"threshold_uncertainty_score":0.9482592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1567614281563514,"score_gpt":0.435611190668057,"score_spread":0.2788497625117057,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}